A model card provides brief, transparent, responsible reporting for a trained machine learning model.
The training dataset for this model was …
The training dataset for this model has the “prototype” or signature:
## Rows: 0
## Columns: 11
## $ mpg <dbl>
## $ cyl <dbl>
## $ disp <dbl>
## $ hp <dbl>
## $ drat <dbl>
## $ wt <dbl>
## $ qsec <dbl>
## $ vs <dbl>
## $ am <dbl>
## $ gear <dbl>
## $ carb <dbl>The evaluation dataset used in this model card is …
We chose this evaluation data because …
##
## Attaching package: 'probably'## The following objects are masked from 'package:base':
##
## as.factor, as.ordered## # A tibble: 28 × 14
## .pred .pred_lower .pred_upper mpg cyl disp hp drat wt qsec vs
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 26.2 21.8 30.6 26 4 120. 91 4.43 2.14 16.7 0
## 2 11.5 7.09 15.9 10.4 8 472 205 2.93 5.25 18.0 0
## 3 20.4 15.9 24.8 21.4 6 258 110 3.08 3.22 19.4 1
## 4 15.8 11.4 20.2 15.5 8 318 150 2.76 3.52 16.9 0
## 5 27.8 23.3 32.2 30.4 4 95.1 113 3.77 1.51 16.9 1
## 6 29.7 25.2 34.1 30.4 4 75.7 52 4.93 1.62 18.5 1
## 7 20.2 15.8 24.6 19.7 6 145 175 3.62 2.77 15.5 0
## 8 13.9 9.51 18.4 14.3 8 360 245 3.21 3.57 15.8 0
## 9 19.8 15.4 24.2 18.1 6 225 105 2.76 3.46 20.2 1
## 10 14.4 9.93 18.8 15 8 301 335 3.54 3.57 14.6 0
## # ℹ 18 more rows
## # ℹ 3 more variables: am <dbl>, gear <dbl>, carb <dbl>## # A tibble: 3 × 3
## .metric .estimator .estimate
## <chr> <chr> <dbl>
## 1 rmse standard 1.71
## 2 rsq standard 0.914
## 3 mae standard 1.36## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.